Sustainable Catalyst Platform · Decision Studio v3.0
Decision Studio
Connected decision intelligence for evidence-grounded, reviewable decisions.
Decision Studio connects framing, evidence, analysis, tradeoffs, uncertainty, scenarios, real-world context, review, human judgment, and outcome monitoring in one structured decision lifecycle.
Connected Intelligence · Live workspace
Work through the decision as one connected system
Start with the decision object, inspect lifecycle readiness, identify unresolved work, move into the appropriate analytical workspace, and return results without losing provenance or decision context.
Sustainable Catalyst Platform · Decision Studio v3.12.0
Decision Studio
Structured sustainability decision support for projects, policies, procurement choices, scenarios, risk, and four-pillar evaluation.
Project intake
Define the decision question
Capture the project, policy, procurement, retrofit, supplier, or strategy decision before scoring it.
v2.1.0 · Unified Decision Object Model
One decision object across the platform
Promote the current Decision Packet into a first-class object that can carry evidence, models, scenarios, uncertainty, provenance, recommendations, governance, and outcomes across Library, Research Librarian, Site Intelligence, Workbench, Research Lab, Platform Core, and Decision Studio.
v2.2.0 · Evidence & Source Bundles
Trace claims back to sources
Build reusable source bundles, map evidence claims to source identities, expose citation gaps and contradictions, and attach the resulting evidence bundle to the active Decision Object.
v2.7.0 · Site Intelligence Context Integration
Bring real-world context into the decision without turning signals into conclusions
Capture Site Intelligence signals with source identity, geography, observation time, freshness, methodology, limitations, provenance, and explicit scenario relationships.
v2.8.0 · Decision Graph & Dependency Mapping
See what the decision depends on before the reasoning disappears into a final answer
Map evidence, assumptions, models, Site Intelligence context, scenarios, criteria, alternatives, uncertainty, tradeoffs, requests, recommendations, and decisions as an inspectable dependency graph.
Build the graph to inspect dependencies, orphan records, cycles, unresolved references, and downstream review paths.
v2.9.0 · Recommendations, Review & Challenge
Turn a selected option into a challengeable recommendation record—not an automatic answer
Record the human-selected candidate, explicit support and counterarguments, reviewer challenges, conditions, and a human disposition while preserving the Decision Graph behind it.
Build a recommendation candidate to begin review.
v3.0.0 · Connected Decision Intelligence
See the whole decision lifecycle as one connected system
Summarize the recorded path from framing through monitoring, expose the first incomplete stage, preserve cross-product lineage, and propose bounded next-action routes without automatic transitions or execution.
v2.3.1 · Criteria, Alternatives & Tradeoff Matrix
Compare choices without hiding the judgment
Define criteria and weights, name candidate alternatives, enter evidence-linked evaluations, and build a transparent comparison matrix with coverage, threshold, and review diagnostics.
v2.4.0 · Uncertainty, Sensitivity & Confidence
Test how much the comparison moves
Register explicit bounds, perturb criterion weights, test evaluation ranges, inspect score envelopes and ordering changes, and assess process confidence from visible coverage dimensions.
v2.6.0 · Lab + Workbench Native Handoffs
Move analytical artifacts without losing their origin
Receive Research Lab experiments and analyses or Workbench calculations and models as typed, fingerprinted source artifacts. Send an unresolved decision question back to Lab or Workbench and retain the request/return relationship in the Decision Object.
Catalyst module navigation and handoffs
Open the specialized module you need, carry the Decision Packet with you, and return its artifact for synthesis
Decision Studio v2.0.1 promotes Canvas, Data, Analytics R, Global Impact, Narrative Risk, Finance, and Grit from a hidden compatibility dropdown into a visible working pathway. Routes are configurable in WordPress, and packet handoffs remain browser-local unless a connected product explicitly imports them.
Connected platform services
Source → Research → Observe → Calculate → Validate → Trace → Decide
These services provide current typed platform artifacts, source context, experiments, calculations, and shared identities around the Decision Packet.
Sources and citations
Knowledge Library
Import durable source records, quotations, Harvard-style citations, bibliographies, collections, and evidence notes.
Packet target: evidence_registry
Research routes and gaps
Research Librarian
Import research routes, recommended sources, evidence gaps, related titles, and follow-up questions.
Packet target: research_routes
Indicators and observations
Site Intelligence
Import indicators, country dossiers, live observations, methodology records, source health, and freshness context.
Packet target: live_evidence
Calculations and models
Workbench
Import formulas, calculations, graphs, models, code outputs, validation checks, assumptions, and technical reports.
Packet target: calculation_trace
Experiments and scientific artifacts
Research Lab
Import experiments, notebooks, datasets, instrument context, validation results, provenance, and scientific reports.
Packet target: experimental_evidence
Entities and Evidence Ledger
Platform Core
Import canonical entities, Evidence Ledger records, provenance links, identifiers, signatures, and shared exchange metadata.
Packet target: platform_registry
Decision synthesis
Decision Studio
Synthesize typed evidence into scenarios, readiness findings, an auditable brief, and export bundle.
Packet target: integrated_decision_brief
Artifact import
Paste a Catalyst module or connected-product artifact
Select the product that created the export, paste its JSON, and validate it before merging. Decision Studio preserves the original source snapshot while mapping supported fields into the packet.
Brief readiness & review status
Quality gates before export
Review whether the Decision Packet is ready for a draft brief, reviewed export, or further evidence work. The readiness gate checks framing, evidence, scenarios, impact, claims, finance, recovery, audit/provenance, and synthesis.
Decision governance & review center
Assign accountability, control review, and record human approval
Move the Decision Packet through a controlled lifecycle with a named owner, assigned reviewers, approval conditions, exceptions, conflict declarations, sign-offs, expiration dates, and a tamper-evident review history.
v1.12.0 collaborative workspace
Collaborative Decision Room
Private WordPress-managed rooms for participants, comments, change requests, snapshots, version comparison, notifications, and approved-version locks.
Institutional and Domain Decision Packs
Apply a reusable decision methodology without hiding the evidence or governance requirements
Select a pack to populate required intake, criteria, evidence, indicators, Workbench models, review roles, risk questions, readiness rules, and briefing templates.
climate energy
Climate and Energy Strategy
Evaluate decarbonization, energy transition, resilience, affordability, and implementation pathways.
6 evidence requirements · 6 criteria · 5 review roles
infrastructure capital
Infrastructure and Capital Investment
Compare capital programs using lifecycle performance, resilience, public value, delivery risk, and maintainability.
6 evidence requirements · 6 criteria · 5 review roles
urban resilience
Urban Resilience
Assess urban interventions across hazards, infrastructure interdependencies, vulnerable populations, and recovery capacity.
6 evidence requirements · 6 criteria · 5 review roles
procurement
Sustainable Procurement
Compare procurement choices using total cost, supplier risk, lifecycle impact, labor and human-rights concerns, and contract governance.
6 evidence requirements · 6 criteria · 5 review roles
responsible ai
Responsible AI and Technology Governance
Evaluate AI or digital-system adoption across purpose, evidence, rights, safety, accountability, data governance, and operational controls.
6 evidence requirements · 6 criteria · 5 review roles
research governance
Research Program Approval
Review a proposed research program across significance, methodology, feasibility, ethics, data stewardship, and reproducibility.
6 evidence requirements · 6 criteria · 5 review roles
environmental management
Environmental Intervention
Compare restoration, conservation, remediation, or management interventions using ecological evidence, uncertainty, durability, and community effects.
6 evidence requirements · 6 criteria · 5 review roles
humanitarian development
Humanitarian and Development Programming
Assess programs across need, protection, effectiveness, localization, feasibility, accountability, and conflict sensitivity.
6 evidence requirements · 6 criteria · 5 review roles
policy governance
Organizational Policy
Evaluate organizational policies across purpose, authority, evidence, feasibility, rights, implementation, and reviewability.
6 evidence requirements · 6 criteria · 5 review roles
advisory
Advisory Diagnostic and Recommendation
Structure evidence-based advisory diagnostics, options, recommendations, implementation conditions, and client approval records.
6 evidence requirements · 6 criteria · 5 review roles
Decision Briefing and Publication Studio
Turn a governed Decision Packet into a citation-native publication
Create executive memos, technical reports, board briefs, alternatives analyses, public dossiers, appendices, implementation plans, dissenting views, and monitoring plans.
v1.14.0 lifecycle control
Outcomes, Monitoring, and Reassessment
Track commitments after approval, compare actual results with expected outcomes, surface invalidated assumptions and emerging risks, and create human-owned reassessment, amendment, or retirement records.
Human-control boundary: monitoring may identify deviations and trigger reassessment, but it cannot automatically amend, suspend, approve, or retire a decision.
Public API, embeds & institutional integration
Publish safe summaries and exchange governed Decision Packets
Create governance-gated public dossiers, script-free readiness and scenario descriptors, signed institutional archives, Platform Core gateway records, and hash-addressed internal events.
v1.16.0 · Accessibility, Offline Use, and Release Hardening
Validate access, recovery, migrations, and production release gates
Run an explicit engineering readiness review for keyboard and assistive-technology support, offline drafts, recovery snapshots, large-packet performance, backup and restore, privacy, and additive packet migration.
v2.0.0 · Connected Decision Intelligence Platform
End-to-end decision lifecycle
Assess the active Decision Packet across Frame, Research, Evidence, Model, Compare, Challenge, Review, Approve, Publish, Implement, Monitor, and Reassess. The platform routes gaps to the right Sustainable Catalyst product while preserving human control.
Four-pillar scorecard
Environmental, social, economic, and governance scoring
Use transparent weights and indicators to compare viability across the four pillars.
Risk and resilience
Map exposure, vulnerability, and mitigation capacity
Screen risk across cost, implementation, environmental, stakeholder, and governance dimensions.
v2.5.0 · Scenario Comparison & Stress Testing
Test whether the decision holds under different conditions
Define named baseline, upside, downside, and stress conditions against the same Tradeoff Matrix. Compare score ranges, ordering changes, threshold breaches, and explicit failure modes without treating scenarios as forecasts or automatically selecting a winner.
Advanced Scenario & Sensitivity Studio
Compare alternatives, vary assumptions, find thresholds, and inspect uncertainty
Model any number of alternatives, apply weighted criteria, run one-way and two-variable sensitivity screens, search for break-even points, compare time horizons, and review stakeholder distribution and reversibility.
Compatibility scenario matrix
Workbench handoff
Send deeper calculations, graphs, and technical checks to Workbench
Decision Studio synthesizes the decision. Workbench performs deeper symbolic, graph, engineering, scenario, risk, economics, environmental QA/QC, and domain-specific analysis.
Saved Decision Packets & Export Center
Save the packet, reload prior work, and export the full decision bundle
Decision Studio can preserve the current Decision Packet as a browser-saved working record, generate a complete export bundle, and prepare JSON, Markdown, HTML, audit, readiness, scenario, and Workbench handoff exports.
Saved packets
Export bundle
Integrated brief generator
Professional decision memo from the full Decision Packet
Generate a structured brief that synthesizes framing, evidence, scenarios, impact records, claim review, finance, recovery, four-pillar scores, audit/provenance, and Workbench handoffs.
AI Decision Briefing Layer
Assumption critique, risk interpretation, and decision caveats
Generate a cautious, site-scoped decision-support brief through the configured backend AI provider when available. If the backend or provider is unavailable, Decision Studio returns a deterministic fallback brief.
Audit & Provenance
Decision packet ledger, sources, assumptions, calculations, claims, changes, and review status
Generate a structured audit appendix that shows what was entered, which module artifacts are present, which sources support the decision, which calculations were used, and which assumptions still require review.
Connected Decision Intelligence · v3.0
Eight stages from framing to reassessment
Decision Studio now organizes its capabilities around a single lifecycle. Each stage remains inspectable, revisable, and connected to the objects and platform services that produced it.
01 · Frame
Define the decision
State the question, objective, constraints, stakeholders, alternatives, criteria, and assumptions.
02 · Evidence
Build the evidence base
Connect sources, claims, provenance, evidence quality, contradictions, and unresolved gaps.
03 · Analyze
Model and calculate
Use Lab and Workbench for models, computation, sensitivity, causal analysis, and reproducible technical work.
04 · Compare
Evaluate alternatives
Compare alternatives against explicit criteria, evidence, thresholds, tradeoffs, and uncertainty.
05 · Stress
Test scenarios
Examine downside, upside, custom, and stress conditions without treating scenarios as forecasts.
06 · Review
Challenge the recommendation
Record counterarguments, dissent, evidence gaps, unresolved assumptions, and reviewer challenges.
07 · Decide
Record human judgment
Preserve the selected course, rationale, conditions, dissent, and explicit human disposition.
08 · Monitor
Reassess the outcome
Track outcomes, implementation milestones, changing context, invalidated assumptions, and reassessment triggers.
Unified Decision Object
One canonical record across the full lifecycle
The Decision Object keeps framing, evidence, models, scenarios, criteria, alternatives, context, recommendation review, human disposition, provenance, and outcomes connected instead of scattering them across isolated forms and exports.
Structure
Framing, alternatives, criteria
Keep the choice itself stable while alternatives, constraints, criteria, and stakeholder perspectives evolve.
Reasoning
Evidence, assumptions, models, scenarios
Preserve what is known, what is assumed, how analysis was performed, and which conditions were tested.
Dependencies
Decision graph and change impact
Make upstream support, downstream dependencies, unsupported nodes, cycles, and review impacts visible.
Accountability
Review, decision, outcomes
Preserve challenges, dissent, human disposition, rationale, implementation context, and reassessment history.
Connected Sustainable Catalyst platform
Decision Studio orchestrates specialized work without duplicating it
Each platform component keeps ownership of its specialized objects and methods. Decision Studio brings those outputs into a decision context while preserving source identity, versions, provenance, uncertainty, and review state.
Knowledge Library
Evidence
Documents, citations, source bundles, research records, reusable knowledge objects, and publication lineage.
Research Librarian
Research routing
Guided discovery, source selection, evidence-gap identification, and research-path development.
Site Intelligence
Real-world context
Geographic, environmental, humanitarian, infrastructure, scientific, institutional, and live contextual signals.
Research Lab
Analysis
Models, graphs, uncertainty, Bayesian methods, causal analysis, study workflows, and reproducible research artifacts.
Workbench
Computation
Equations, units, calculators, engineering logic, numerical analysis, simulations, and reproducible computation.
Platform Core
Infrastructure
Typed objects, shared services, routing, integration contracts, runtime coordination, and cross-product infrastructure.
Inspectable reasoning
See both the recommendation and what it depends on
Decision Studio keeps the path from evidence to outcome explicit. Dependencies are represented as reviewable relationships, not as automatic proof of causality or importance.
Decision Graph
Dependency and change-impact mapping
Trace how evidence, assumptions, models, scenarios, criteria, alternatives, context, recommendations, decisions, and outcomes relate. Identify unsupported nodes, cycles, and downstream work that should be reviewed when an upstream object changes.
Review & Challenge
Counterarguments remain first-class
Recommendation candidates retain supporting evidence and countercases. Reviewer challenges, dissent, unresolved issues, and conditions are preserved rather than flattened into a single score.
- EvidenceSources
- AssumptionsClaims
- ModelsAnalysis
- ScenariosConditions
- CriteriaStandards
- AlternativesChoices
- ReviewChallenge
- DecisionJudgment
- OutcomeReassess
Decision capabilities
Specialized workspaces inside one lifecycle
The Studio exposes deeper tools when the decision needs them, while Connected Intelligence keeps the current state, unresolved work, and next appropriate action visible.
Evidence & Sources
Traceable evidence base
Source bundles, claims, support/challenge relationships, citation coverage, contradictions, and review state.
Tradeoffs
Criteria and alternatives
Explicit criteria weights, alternative evaluations, thresholds, coverage diagnostics, and bounded summaries.
Uncertainty
Sensitivity and confidence
Weight perturbation, evaluation bounds, score envelopes, overlap diagnostics, and bounded process confidence.
Scenarios
Comparison and stress testing
Baseline, upside, downside, stress, and custom conditions with ordering-change and threshold diagnostics.
Native Handoffs
Lab and Workbench integration
Versioned analytical and computational artifacts with request lineage, provenance, and deterministic fingerprints.
Context
Site Intelligence integration
Source-owned geographic and live context with observation times, freshness, methodology, and limitations.
Decision Graph
Dependencies and impact
Explicit dependency edges, graph diagnostics, change-impact traversal, and review queues.
Recommendation Review
Challenge before disposition
Recommendation candidates, supporting and countervailing evidence, challenges, dissent, and human disposition.
Connected Intelligence
Lifecycle readiness and routing
Eight-stage readiness, first-incomplete-stage detection, bounded next-action routing, and cross-product lineage.
Outputs
A decision leaves behind an auditable record
Outputs are designed to be inspected, exchanged, challenged, exported, and revisited rather than reduced to a single score or opaque recommendation.
Decision Object
Canonical record
The connected representation of framing, evidence, analysis, review, decision, provenance, and outcomes.
Decision Packet
Portable review artifact
A structured packet for collaboration, institutional review, exchange, and downstream workflows.
Decision Graph
Reasoning structure
A dependency-aware representation of support, context, assumptions, analysis, review, and change impact.
Lifecycle Record
Readiness and reassessment
A stage-aware snapshot of completed work, unresolved dependencies, routed next actions, outcomes, and triggers.
Use cases
For decisions where evidence and accountability both matter
Decision Studio is most useful when alternatives, uncertainty, competing criteria, changing context, and accountable human judgment must be brought together before action.
Energy & climate
Transition and investment choices
Compare efficiency, generation, emissions, resilience, cost, financing, and implementation pathways.
Infrastructure
Public and technical systems
Connect feasibility, exposure, public value, cost, resilience, environmental context, and institutional capacity.
Procurement
Supplier and technology choices
Structure tradeoffs among price, quality, emissions, risk, labor, evidence, reliability, and long-term value.
Policy & programs
Public-interest decisions
Connect evidence, stakeholder effects, scenarios, assumptions, implementation risk, and review criteria.
Research
Evidence-informed choices
Turn research findings into explicit alternatives, criteria, uncertainty, recommendations, and next-study questions.
Organizations
Strategic and operational choices
Structure decisions that combine financial, technical, sustainability, institutional, and execution constraints.
Technical architecture
WordPress interface, FastAPI backend, connected platform services
Decision Studio combines a WordPress-integrated interface with the Sustainable Catalyst FastAPI backend on Contabo. Typed contracts connect platform work while preserving deterministic operation and human control.
Interface
WordPress
The public page embeds Decision Studio through its shortcode while keeping explanation, boundaries, and workflow close to the tool.
Backend
Python / FastAPI
Structured decision objects, validation, analysis orchestration, graph logic, review workflows, and export services.
Runtime
Contabo / Docker
The production service runs as a containerized Sustainable Catalyst backend behind the public API gateway.
AI assistance
Optional and bounded
AI may assist with interpretation and briefing where configured; structured evidence and accountable human judgment remain primary.
Boundaries
Decision support does not transfer accountability to software
Outputs depend on user inputs, evidence quality, assumptions, analytical choices, model quality, context freshness, backend availability, and human review. A structured decision record can improve transparency without eliminating uncertainty.
